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Scale & Maintain Your AI-Built App — Page 2

Your app is live — now keep it running. Analytics, cost management, and long-term health.

Showing 25–48 of 125 articles

Attribution Tracking for Marketing Campaigns in 2026 Right

Attribution tracking for marketing campaigns in 2026. Four attribution models, how to pick the right one, and how to set up tracking that informs your ad spend.

Apr 30, 2026Read

grow·intermediate·8 min

Build a Community Around Your Product That Actually Lasts

Build a community around your product in 2026 well. Four community models that work, how to start small, and which fits your AI-built product and customer base.

Apr 30, 2026Read

grow·intermediate·8 min

Build a Feedback Loop From User Input to Product Improvement

Build a feedback loop from user input to product improvement in 2026. Four stages, the patterns that produce iteration, and how to avoid feedback graveyards.

Apr 30, 2026Read

grow·intermediate·8 min

How to Build a Metrics Dashboard for Your Product 2026

Build a metrics dashboard for your product in 2026. Four metric layers, the dashboards that drive decisions, and how to avoid the graveyard most teams build.

Apr 30, 2026Read

grow·intermediate·8 min

Building a Paywall for Content and Features in 2026

Building a paywall for content and features in 2026. Four gating patterns, the conversion data, and the architectural choices that make paywalls work.

Apr 30, 2026Read

grow·intermediate·8 min

Cohort Analysis for Understanding User Retention in 2026

Cohort analysis for user retention explained for vibe-coded apps. How to read the chart, what good looks like by product, and four ways to act on the data.

Apr 30, 2026Read

grow·intermediate·8 min

Compliance Basics SOC 2 GDPR HIPAA Overview for Vibe Coders

Compliance basics SOC 2 GDPR HIPAA overview for vibe coders. Four key differences between frameworks, which applies to your product, and what to do first.

Apr 30, 2026Read

grow·intermediate·8 min

Content Marketing for Vibe Coded Products in 2026 Guide

Content marketing for vibe coded products in 2026. Four content types that drive growth, the realistic time investment, and how solo builders make it work.

Apr 30, 2026Read

grow·intermediate·8 min

Conversion Funnel Analysis for Your App in 2026 Now

Conversion funnel analysis for your app in 2026 done well. Four funnel stages, the most common drop-off patterns, and how to fix them with measurable impact.

Apr 30, 2026Read

grow·intermediate·8 min

Custom Event Tracking Measuring What Matters in 2026 Now

Custom event tracking in 2026 done well. Four event categories, naming conventions that scale, and how to measure what matters without drowning in data noise.

Apr 30, 2026Read

grow·intermediate·8 min

Database Query Optimization for Growing Datasets in 2026

Database query optimization for growing datasets in 2026. Five common slow patterns, the fixes that actually work, and how to spot the next bottleneck early.

Apr 30, 2026Read

grow·intermediate·8 min

Database Schema Evolution Handling Migrations Long Term 2026

Database schema evolution and migrations long term 2026. Four migration phases and what makes schemas evolvable rather than locked.

Apr 30, 2026Read

grow·intermediate·9 min

Email Drip Campaigns That Actually Activate New Users

Email drip campaigns for user activation can lift retention by 30 percent. Learn the seven email sequence, the timing, and the pitfalls that kill conversion.

Apr 30, 2026Read

grow·intermediate·8 min

Error Rate Monitoring Knowing When Things Break 2026

Error rate monitoring 2026. Four monitoring patterns and what makes monitoring catch production issues before users report them.

Apr 30, 2026Read

grow·intermediate·8 min

Free Trial vs Freemium Choosing Your SaaS Conversion Model

Free trial vs freemium for SaaS in 2026. Four product traits that determine the right choice, conversion benchmarks, and the costs of switching mid-stream.

Apr 30, 2026Read

grow·intermediate·8 min

Full Text Search at Scale Algolia Meilisearch Typesense 2026

Full text search at scale 2026. Algolia, Meilisearch, Typesense compared on cost, performance, features, and what makes them differ in production.

Apr 30, 2026Read

grow·intermediate·8 min

Gamification Patterns for User Engagement in 2026 Now

Gamification patterns for user engagement in 2026 done right. Four mechanics that work, the patterns to avoid, and how to engage users without feeling cheap.

Apr 30, 2026Read

grow·beginner·9 min

Google Analytics 4 Setup for AI Built Apps in 2026

Google Analytics 4 setup for AI built apps in 2026. Four event types that matter, the privacy compliance basics, and how to ship analytics in an hour.

Apr 30, 2026Read

grow·intermediate·8 min

Handling Failed Payments and Dunning Best Practices 2026

Handling failed payments and dunning 2026. Four dunning phases and what makes payment recovery sustainable for subscription products.

Apr 30, 2026Read

grow·intermediate·8 min

In App Messaging and Announcements That Engage Users 2026

In app messaging and announcements in 2026. Four message types, when to use each, tooling options, and how to avoid the noise trap that kills engagement.

Apr 30, 2026Read

grow·intermediate·8 min

Incident Postmortems Learning From Production Failures 2026

Incident postmortems learning from failures 2026. Four postmortem patterns and what makes postmortems produce organizational learning.

Apr 30, 2026Read

grow·intermediate·8 min

Legacy AI Code Inheriting Someone Else Vibe Coded Project 2026

Inherit AI built vibe coded project 2026. Four assessment phases and what makes legacy AI code different from legacy human written code.

Apr 30, 2026Read

grow·intermediate·8 min

Lemon Squeezy for Indie Hackers The Simpler Stripe Alternative

Lemon Squeezy for indie hackers in 2026. Four advantages over Stripe, three real trade-offs, and how to pick the right payment processor for your product.

Apr 30, 2026Read

grow·intermediate·7 min

Lifetime Deals When They Make Sense and Implementation

Lifetime deals tutorial for vibe coded SaaS. Four scenarios where lifetime deals work and implementation patterns that prevent common mistakes.

Apr 30, 2026Read